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📰 Dev.to · Emil

4 articles · Updated every 3 hours · View all reads

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RAG Vs Fine-Tuning Vs Long Context: Choosing

Dev.to · Emil 7h ago

RAG Vs Fine-Tuning Vs Long Context: Choosing

Three ways to make an AI answer from your company's knowledge, and what each actually changes. A decision rule for retrieval, fine-tuning and long context.

Knowledge Base For AI Agents: What It Must Do

Dev.to · Emil 1d ago

Knowledge Base For AI Agents: What It Must Do

What a knowledge base needs before AI agents can use it: live retrieval, citations, permissions that follow the person, freshness and a standard interface.

Best Practices for Cloud Learning Paths: My Ultimate Roadmap for a Modern Cloud Career

Dev.to · Emil ☁️ DevOps & Cloud 3mo ago

Best Practices for Cloud Learning Paths: My Ultimate Roadmap for a Modern Cloud Career

Cloud computing has changed everything about how I approach tech. I have seen how businesses are...

Beyond Static RAG: Using 1958 Biochemistry to Beat Multi-Hop Retrieval by 14%

Dev.to · Emil 🔍 RAG & Vector Search ⚡ AI Lesson 5mo ago

Beyond Static RAG: Using 1958 Biochemistry to Beat Multi-Hop Retrieval by 14%

Standard Retrieval-Augmented Generation (RAG) often falls short on complex, multi-hop questions...